Period
to 19 February 2020

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Scala skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Scala over the 6 months to 19 February 2020 with a comparison to the same period in the previous 2 years.

Scala
England > Yorkshire
6 months to
19 Feb 2020
Same period 2019 Same period 2018
Rank 172 186 252
Rank change year-on-year +14 +66 +18
Permanent jobs citing Scala 67 80 64
As % of all permanent IT jobs advertised in Yorkshire 1.09% 1.10% 0.64%
As % of the Programming Languages category 2.24% 2.11% 1.22%
Number of salaries quoted 43 65 49
Yorkshire median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - -
10th Percentile £42,500 £28,750 £38,750
90th Percentile £70,000 £63,354 £67,000
England median annual salary £72,500 £70,000 £67,500
% change year-on-year +3.57% +3.70% +3.85%

Scala is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for coding skills.

All Programming Languages
Yorkshire
Permanent vacancies with a requirement for coding skills 2,988 3,788 5,226
As % of all permanent IT jobs advertised in Yorkshire 48.70% 51.96% 52.52%
Number of salaries quoted 2,596 3,180 4,620
Yorkshire median annual salary £45,000 £42,500 £41,500
Median salary % change year-on-year +5.88% +2.41% +3.75%
10th Percentile £28,500 £28,750 £27,500
90th Percentile £65,000 £60,000 £59,100
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

Scala
Job Vacancy Trend in Yorkshire

Job postings citing Scala as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Scala in Yorkshire

Scala
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Scala in Yorkshire.

Salary trend for Scala in Yorkshire

Scala
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Scala in Yorkshire over the 6 months to 19 February 2020.

Salary histogram for Scala in Yorkshire

Scala
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the Yorkshire region over the 6 months to 19 February 2020. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +10 58 £55,000 +10.00% 14
South Yorkshire +17 9 £47,500 -2.56% 6
Scala
England

For the 6 months to 19 February 2020, IT jobs citing Scala also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Yorkshire region with a requirement for Scala.

1 58 (86.57%) Python
2 48 (71.64%) Java
3 36 (53.73%) Agile Software Development
4 33 (49.25%) DevOps
5 31 (46.27%) SQL
6 27 (40.30%) C#
7 25 (37.31%) Software Engineering
7 25 (37.31%) Big Data
7 25 (37.31%) Apache Spark
8 23 (34.33%) AWS
9 21 (31.34%) Data Engineering
10 20 (29.85%) Ruby
10 20 (29.85%) Finance
11 19 (28.36%) Hadoop
11 19 (28.36%) Mentoring
11 19 (28.36%) Data Science
12 18 (26.87%) Test Automation
12 18 (26.87%) BDD
13 17 (25.37%) JavaScript
13 17 (25.37%) Analytics
13 17 (25.37%) Microservices
14 16 (23.88%) TDD
15 15 (22.39%) PHP
15 15 (22.39%) NoSQL
15 15 (22.39%) Git (software)
15 15 (22.39%) Jenkins
16 14 (20.90%) Continuous Integration
16 14 (20.90%) Kanban
16 14 (20.90%) C
16 14 (20.90%) ETL

Scala
Co-occurring IT Skills in Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 25 (37.31%) Apache Spark
2 9 (13.43%) Apache
3 5 (7.46%) nginx
4 3 (4.48%) Confluence
5 2 (2.99%) Elasticsearch
6 1 (1.49%) OpenStack
Cloud Services
1 23 (34.33%) AWS
2 10 (14.93%) Azure
3 9 (13.43%) Amazon EMR
4 6 (8.96%) Amazon Kinesis
5 4 (5.97%) Amazon S3
6 3 (4.48%) Amazon EC2
6 3 (4.48%) Amazon SageMaker
7 2 (2.99%) GCP
8 1 (1.49%) AWS CloudFormation
8 1 (1.49%) Cloud Computing
8 1 (1.49%) G Suite
8 1 (1.49%) Office 365
8 1 (1.49%) Slack
Database & Business Intelligence
1 25 (37.31%) Big Data
2 19 (28.36%) Hadoop
3 15 (22.39%) NoSQL
4 11 (16.42%) Apache Hive
4 11 (16.42%) Data Lake
5 10 (14.93%) Impala
6 7 (10.45%) Data Warehouse
6 7 (10.45%) HBase
7 5 (7.46%) Amazon Athena
7 5 (7.46%) Apache Cassandra
7 5 (7.46%) Pentaho
8 4 (5.97%) Data Mining
8 4 (5.97%) Electronic Patient Records
8 4 (5.97%) Relational Database
9 3 (4.48%) Amazon Aurora
9 3 (4.48%) Amazon RDS
9 3 (4.48%) Snowflake Schema
10 2 (2.99%) Amazon Redshift
10 2 (2.99%) MongoDB
10 2 (2.99%) SQL Server Integration Services
Development Applications
1 15 (22.39%) Git (software)
1 15 (22.39%) Jenkins
2 13 (19.40%) Appium
2 13 (19.40%) Cucumber
2 13 (19.40%) Selenium
3 10 (14.93%) Atlassian Bamboo
3 10 (14.93%) Buildbot
3 10 (14.93%) Gatling
3 10 (14.93%) JMeter
3 10 (14.93%) NeoLoad
3 10 (14.93%) Ranorex
3 10 (14.93%) SoapUI
3 10 (14.93%) WATIR
3 10 (14.93%) WebLOAD
4 5 (7.46%) Mercurial
4 5 (7.46%) Subversion
5 3 (4.48%) Bitbucket
5 3 (4.48%) JIRA
6 1 (1.49%) Jasmine
6 1 (1.49%) Mockito
General
1 20 (29.85%) Finance
2 3 (4.48%) Advertising
2 3 (4.48%) Games
3 1 (1.49%) Banking
3 1 (1.49%) Public Sector
Job Titles
1 24 (35.82%) Developer
2 22 (32.84%) Data Engineer
3 13 (19.40%) Software Developer
4 10 (14.93%) Developer in Test
5 9 (13.43%) Big Data Engineer
5 9 (13.43%) Software Engineer
6 8 (11.94%) Senior Data Engineer
7 7 (10.45%) Analyst
8 6 (8.96%) Lead Developer
8 6 (8.96%) Lead Software Developer
9 5 (7.46%) JavaScript Developer
9 5 (7.46%) UI Developer
10 4 (5.97%) Business Analyst
10 4 (5.97%) Principal Engineer
10 4 (5.97%) Technical Analyst
10 4 (5.97%) Technical Business Analyst
11 3 (4.48%) Automation Test Analyst
11 3 (4.48%) AWS Developer
11 3 (4.48%) ETL Developer
11 3 (4.48%) Test Analyst
Libraries, Frameworks & Software Standards
1 13 (19.40%) Node.js
2 12 (17.91%) Kafka
3 7 (10.45%) Web Services
4 6 (8.96%) AngularJS
5 5 (7.46%) Backbone.js
5 5 (7.46%) CSS
5 5 (7.46%) CSS3
5 5 (7.46%) Ember.js
5 5 (7.46%) HTML
5 5 (7.46%) HTML5
5 5 (7.46%) KnockoutJS
5 5 (7.46%) Redux
6 4 (5.97%) .NET
6 4 (5.97%) Apache Avro
6 4 (5.97%) REST
7 2 (2.99%) Elastic Stack
7 2 (2.99%) Sass
7 2 (2.99%) Spring Boot
8 1 (1.49%) React
8 1 (1.49%) Vue.js
Miscellaneous
1 10 (14.93%) Analytical Skills
2 5 (7.46%) Algorithms
2 5 (7.46%) Data Structures
3 2 (2.99%) PMI
3 2 (2.99%) Tandem
4 1 (1.49%) Blog
4 1 (1.49%) Enterprise Software
4 1 (1.49%) Public Cloud
Processes & Methodologies
1 36 (53.73%) Agile Software Development
2 33 (49.25%) DevOps
3 25 (37.31%) Software Engineering
4 21 (31.34%) Data Engineering
5 19 (28.36%) Data Science
5 19 (28.36%) Mentoring
6 18 (26.87%) BDD
6 18 (26.87%) Test Automation
7 17 (25.37%) Analytics
7 17 (25.37%) Microservices
8 16 (23.88%) TDD
9 14 (20.90%) Continuous Integration
9 14 (20.90%) ETL
9 14 (20.90%) Kanban
9 14 (20.90%) Scrum
10 13 (19.40%) Software Testing
11 10 (14.93%) Business Analysis
11 10 (14.93%) DSDM
11 10 (14.93%) SDET
12 9 (13.43%) Continuous Delivery
Programming Languages
1 58 (86.57%) Python
2 48 (71.64%) Java
3 31 (46.27%) SQL
4 27 (40.30%) C#
5 20 (29.85%) Ruby
6 17 (25.37%) JavaScript
7 15 (22.39%) PHP
8 14 (20.90%) C
9 10 (14.93%) C++
9 10 (14.93%) Go
10 8 (11.94%) Kotlin
11 6 (8.96%) T-SQL
12 4 (5.97%) Groovy
13 2 (2.99%) Java 8
14 1 (1.49%) Bash Shell
14 1 (1.49%) Perl
14 1 (1.49%) R
Qualifications
1 2 (2.99%) Degree
1 2 (2.99%) PMI Certification
2 1 (1.49%) AWS Certification
Quality Assurance & Compliance
1 3 (4.48%) Data Quality
System Software
1 13 (19.40%) Docker
2 11 (16.42%) HDFS
Systems Management
1 12 (17.91%) Kubernetes
2 4 (5.97%) Rancher
3 3 (4.48%) Hadoop YARN
4 2 (2.99%) Mesos
5 1 (1.49%) Opscode Chef
5 1 (1.49%) Puppet
Vendors
1 4 (5.97%) Cloudera
2 2 (2.99%) Google
2 2 (2.99%) Talend
3 1 (1.49%) Oracle
3 1 (1.49%) Tableau